2.5D Facial Personality Prediction Based on Deep Learning

Table 4

Personality prediction algorithms used in different studies.

Literature	Publication year	Algorithm
[12, 13]	2011	Parzen window, decision tree, naive Bayesian, kNN, and random forest
[10, 11]	2018	Deep learning network
[23]	2014	Deep confidence network based on the backpropagation algorithm
[24]	2018	Support vector machine (SVM)
[13]	2010	SVM (RankSVM)
[14]	2010	Logistic regression, kNN, SVM, and CNN
[20]	2016	SVM
[14, 33]	2018	SVM and CNN
[16]	2020	Computer vision neural network (NNCV)
[29]	2018	Parzen window
[30]	2018	Decision tree
[31]	2001	k-nearest neighbour and naïve Bayes
[32]	2001	Random forest
[21]	2016	Deep bimodal regression (DBR)
[22]	2016	DCC, UCAS, and BU-NKU